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2020 – today
- 2022
[c5]Abhinav Aggarwal, Shiva Prasad Kasiviswanathan, Zekun Xu, Oluwaseyi Feyisetan, Nathanael Teissier:
Reconstructing Test Labels from Noisy Loss Functions. AISTATS 2022: 8570-8591- [c4]Jacob Imola, Shiva Prasad Kasiviswanathan, Stephen White, Abhinav Aggarwal, Nathanael Teissier:
Balancing utility and scalability in metric differential privacy. UAI 2022: 885-894 - 2021
- [c3]Oluwaseyi Feyisetan, Abhinav Aggarwal, Zekun Xu, Nathanael Teissier:
Research Challenges in Designing Differentially Private Text Generation Mechanisms. FLAIRS 2021 - [c2]Nan Xu, Oluwaseyi Feyisetan, Abhinav Aggarwal, Zekun Xu, Nathanael Teissier:
Density-Aware Differentially Private Textual Perturbations Using Truncated Gumbel Noise. FLAIRS 2021 - [c1]Abhinav Aggarwal, Shiva Prasad Kasiviswanathan, Zekun Xu, Oluwaseyi Feyisetan, Nathanael Teissier:
Label Inference Attacks from Log-loss Scores. ICML 2021: 120-129 - [i7]Zekun Xu, Abhinav Aggarwal, Oluwaseyi Feyisetan, Nathanael Teissier:
On a Utilitarian Approach to Privacy Preserving Text Generation. CoRR abs/2104.11838 (2021) - [i6]Abhinav Aggarwal, Shiva Prasad Kasiviswanathan, Zekun Xu, Oluwaseyi Feyisetan, Nathanael Teissier:
Label Inference Attacks from Log-loss Scores. CoRR abs/2105.08266 (2021) - [i5]Abhinav Aggarwal, Shiva Prasad Kasiviswanathan, Zekun Xu, Oluwaseyi Feyisetan, Nathanael Teissier:
On Codomain Separability and Label Inference from (Noisy) Loss Functions. CoRR abs/2107.03022 (2021) - 2020
- [i4]Abhinav Aggarwal, Zekun Xu, Oluwaseyi Feyisetan, Nathanael Teissier:
On Primes, Log-Loss Scores and (No) Privacy. CoRR abs/2009.08559 (2020) - [i3]Nan Xu, Oluwaseyi Feyisetan, Abhinav Aggarwal, Zekun Xu, Nathanael Teissier:
Differentially Private Adversarial Robustness Through Randomized Perturbations. CoRR abs/2009.12718 (2020) - [i2]Zekun Xu, Abhinav Aggarwal, Oluwaseyi Feyisetan, Nathanael Teissier:
A Differentially Private Text Perturbation Method Using a Regularized Mahalanobis Metric. CoRR abs/2010.11947 (2020) - [i1]Oluwaseyi Feyisetan, Abhinav Aggarwal, Zekun Xu, Nathanael Teissier:
Research Challenges in Designing Differentially Private Text Generation Mechanisms. CoRR abs/2012.05403 (2020)
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